Research Assistant
Accelerated large language model inference in llama.cpp using 16-bit activation.Pruned stable diffusion model to reduce the total flops of the neural network.
May 2024 - Sep 2024
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Martin Wang Email & Phone Number
Actively looking for Co-op and Internship opportunities | Google Summer of Camp 2024, OpenVINO | AI Framework Engineer @ Intel | Senior Software Engineer @ AMD | AI Model Compression, AI application algorithm development
1 work email found
@fudan.edu.cn
LinkedIn matched
✓ Verified July 2026
4 data sources
Profile completeness 86%
Role
Actively looking for Co-op and Internship opportunities | Google Summer of Camp 2024, OpenVINO | AI Framework Engineer @ Intel | Senior Software Engineer @ AMD | AI Model Compression, AI application algorithm development
Location
Greater Boston, United States
Who is Martin Wang? Overview
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Quick answer
Martin Wang is listed as Actively looking for Co-op and Internship opportunities | Google Summer of Camp 2024, OpenVINO | AI Framework Engineer @ Intel | Senior Software Engineer @ AMD | AI Model Compression, AI application algorithm development based in Greater Boston, United States. AeroLeads shows a work email signal at fudan.edu.cn and a matched LinkedIn profile for Martin Wang.
Martin Wang previously worked as Research Assistant at Northeastern University and Algorithm Engineer at Frontis Technology. Martin Wang holds Informatics, 4.0/4.0 from Northeastern University.
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*@fudan.edu.cn
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Profile bio
About Martin Wang
I have an STEM major and also industry working experience in tech companies. I really want to use my technical skills to build useful software application to make people lives better and boost the efficiency of the economy. Now I'm doing project implementing AI model as another backend to web development, because intersection of software engineering and the algorithms is the most interesting.I could provide the following skills:🔧Model Compression and Deployment: As an AI Framework Engineer at Intel Corporation, I enabled and optimized various natural language processing models for the inference engine, applying techniques such as adaptive sequence length, 8-bit quantization, and kernel fusion. I also defined and improved the performance of sparse convolution kernel in the AI compiler TVM, using the ansor searching algorithm.🚀AI tooling development: accelerated the Stable Diffusion model with controlnet module using TensorRT , and added this function to a plugin for the stable-diffusion-webui. Implemented a full-stack project chatbot for users to interact with multiple models in a same api and UI.I'm excited to continue my journey in AI application engineering. I am actively seeking an internship opportunity where I can contribute my expertise and continue to learn from the best. Let's connect and explore opportunities to collaborate and make a positive impact in the world of AI and technology!
Listed skills include Programming, Data Analysis, Matlab, Linux, and 3 others.
6 roles
Martin Wang work experience
A career timeline built from the work history available for this profile.
Algorithm Engineer
Frontis Technology
Trained the Stable Diffusion controlnet on the dataset scrapped from Internet, supporting depth, canny and gesture finer control of the diffusion model for the company’s flagship human model generation product.Investigated quantization, pruning, caching, distributed inference machine learning algorithms for Stable Diffusion models. Compiled a Stable Diffusion ControlNet engine in Nvidia TensorRT for Hugging face Diffusers and Stable Diffusion WebUI.
Oct 2023 - Jan 2024
Ai Framework Engineer
Compressed and quantized the neural networks by applying low-bit quantization and model distillation. Saved memory consumption and boosted perf by 20% for the transformer-like model.Developed new features in inference engine like adaptive sequence length of MiniLM Bert model in IMex(Intel Extension for Transformer) by adding compiler pass to do kernel fusion and writing high-performance kernels. Optimized the sparse matrix multiplication and convolution kernel utilizing the auto-tuning searching algorithm in AI compiler TVM. Deep-dived in flash-attention code in OpenAI Triton language for future development.
Jul 2021 - Mar 2023
Senior Software Engineer
Familiar with AMD deep learning ROCM software stack and deployed trained model on AMD GPU.Maintained the GPU kernel space driver stack by debugging issues on the new GPU chip for features like command submission and memory management, and supported AMD ROCM heterogeneous architecture.
Dec 2019 - Jul 2021
Software Engineer
Software Engineer: Developed diagnostic tools for storage devices like ethernet card and NvMe drives for storage platforms.
Jul 2019 - Dec 2019
Hardware Engineer
Cross function communication within and between vendors to troubleshot issues of hardware platforms.
May 2017 - Jun 2019
3 education records
Martin Wang education
Informatics, 4.0/4.0
Master Of Science - Ms, Atomic/Molecular Physics
Bachelor'S Degree, Physics
FAQ
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What is Martin Wang's role at their current company?
Martin Wang is listed as Actively looking for Co-op and Internship opportunities | Google Summer of Camp 2024, OpenVINO | AI Framework Engineer @ Intel | Senior Software Engineer @ AMD | AI Model Compression, AI application algorithm development.
What is Martin Wang's email address?
AeroLeads has found 1 work email signal at @fudan.edu.cn for Martin Wang.
Where is Martin Wang based?
Martin Wang is based in Greater Boston, United States.
What companies has Martin Wang worked for?
Martin Wang has worked for Northeastern University, Frontis Technology, Intel Corporation, Amd, and Dell Emc.
How can I contact Martin Wang?
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What schools did Martin Wang attend?
Martin Wang holds Informatics, 4.0/4.0 from Northeastern University.
What skills is Martin Wang known for?
Martin Wang is listed with skills including Programming, Data Analysis, Matlab, Linux, Mysql, Shell Scripting, and Latex.
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